Bhārata Strata · Maharashtra · Nanded · morphological twins

Places like cell 4850006407

The MH-36 locality cells most similar to this Nanded cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 9 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.271

lower = more alike (weighted)

The twins, closest first

#1 · Nandedcell 4850005288

distance 0.271

#2 · Sataracell 4940001661

distance 0.326 · cross-district

#3 · Nandedcell 4850005674

distance 0.329

#4 · Nandedcell 4850006491

distance 0.337

#5 · Sataracell 4940001280

distance 0.337 · cross-district

#6 · Solapurcell 4960008491

distance 0.34 · cross-district

#7 · Laturcell 4810004493

distance 0.348 · cross-district

#8 · Ahmednagarcell 4660014090

distance 0.352 · cross-district

#9 · Solapurcell 4960008280

distance 0.352 · cross-district

#10 · Yavatmalcell 5000001268

distance 0.353 · cross-district

#11 · Punecell 4900000838

distance 0.354 · cross-district

#12 · Solapurcell 4960008283

distance 0.355 · cross-district

#13 · Nashikcell 4870000968

distance 0.359 · cross-district

#14 · Nandedcell 4850003390

distance 0.363

#15 · Nandedcell 4850003934

distance 0.364

#16 · Nandedcell 4850007550

distance 0.364

#17 · Solapurcell 4960005960

distance 0.364 · cross-district

#18 · Beedcell 4700004232

distance 0.366 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":485,"cluster_id":4850006407}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.